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Backpropagating through the genome 🧬
🛸
Backpropagating through the genome 🧬
  • Institute of Bioinformatics and Applied Biotechnology
  • Bengaluru

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  1. MSc-Dissertation MSc-Dissertation Public

    Genomic foundation models and variant aggregation architectures for Autism Spectrum Disorder risk modeling

    Python

  2. Nucleotide_transformer_finetuning Nucleotide_transformer_finetuning Public

    Fine-tuning the Nucleotide Transformer for genomic sequence classification, including promoter detection and splice-site prediction

    Python

  3. csPCA csPCA Public

    U-Net based CNNs for prostate lesion segmentations

    Python

  4. DL-Lab DL-Lab Public

    Implementation exercises of Deep learning based architectures covering image and sequence based models

    Python

  5. scRNA_denoising scRNA_denoising Public

    Deep learning-based denoising autoencoder for single-cell RNA sequencing data.

    Python

  6. AmazonHackathon AmazonHackathon Public

    ML hackathon for product price prediction using text embeddings, TF-IDF features, and LightGBM regressor

    Python